Multi-Helper NOMA for Cooperative Mobile Edge Computing

被引:20
|
作者
Yilmaz, Saadet Simay [1 ]
Ozbek, Berna [1 ]
机构
[1] Izmir Inst Technol, Dept Elect & Elect Engn, TR-35430 Izmir, Turkey
关键词
Cooperative mobile edge computing (MEC); low latency; multi-helper; non-orthogonal multiple access (NOMA); offloading; COMPUTATION; COMMUNICATION; OPTIMIZATION; MINIMIZATION; ALLOCATION; ACCESS; TIME;
D O I
10.1109/TITS.2021.3116421
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The next-generation wireless networks are expected to support a number of computation-intensive and delay-sensitive applications such as virtual reality (VR), autonomous driving, telesurgery and unmanned aerial vehicles (UAVs). Since many devices are computation and power limited, mobile edge computing (MEC) has been deemed as a promising way to enhance computation service. In this paper, we propose a novel cooperative MEC that exploits the combination of non-orthogonal multiple access (NOMA) and multiple helpers. In the proposed system featuring a user, multiple helpers and a base station (BS), the user can simultaneously offload its computation-intensive tasks to the helpers using NOMA when there is no strong direct transmission link between the user and the BS. Then, the helpers can compute and offload these tasks through NOMA. Thus, in the proposed scheme, the computation and offloading modes at the helpers are determined with respect to the optimized task offloading decision factor. The simulation results show that the proposed NOMA-based cooperative MEC significantly increases the total offloading data under the latency constraints compared to the benchmark schemes featuring one helper with strong direct transmission link.
引用
收藏
页码:9819 / 9828
页数:10
相关论文
共 50 条
  • [1] Exploiting NOMA for Cooperative Edge Computing
    Liu, Yuan
    [J]. IEEE WIRELESS COMMUNICATIONS, 2019, 26 (05) : 99 - 103
  • [2] Achieving Cooperative Mobile-Edge Computing Using Helper Scheduling
    Yang, Long
    Jiang, Hai
    Shi, Jia
    Xue, Xuan
    Ren, Peng
    Feng, Yunpeng
    Chen, Jian
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (06) : 3419 - 3436
  • [3] Performance Analysis of Cooperative NOMA Based Intelligent Mobile Edge Computing System
    Dong, Xiequn
    Li, Xuehua
    Yue, Xinwei
    Xiang, Wei
    [J]. CHINA COMMUNICATIONS, 2020, 17 (08) : 45 - 57
  • [4] Performance Analysis of Cooperative NOMA Based Intelligent Mobile Edge Computing System
    Xiequn Dong
    Xuehua Li
    Xinwei Yue
    Wei Xiang
    [J]. China Communications, 2020, 17 (08) : 45 - 57
  • [5] Delay Minimization in NOMA-Based Cooperative Mobile Edge Computing(MEC) Offloading
    Zhang, Luyao
    Hao, Li
    [J]. 2024 IEEE INTERNATIONAL WORKSHOP ON RADIO FREQUENCY AND ANTENNA TECHNOLOGIES, IWRF&AT 2024, 2024, : 271 - 275
  • [6] Extended Reality via Cooperative NOMA in Hybrid Cloud/Mobile-Edge Computing Networks
    Reifert, Robert-Jeron
    Dahrouj, Hayssam
    Sezgin, Aydin
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (07) : 12834 - 12852
  • [7] Multi-user Cooperative Computation Offloading in Mobile Edge Computing
    Jiang, Wei
    Li, Molin
    Zhou, Xiaobo
    Qu, Wenyu
    Qiu, Tie
    [J]. WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, PT I, 2020, 12384 : 182 - 193
  • [8] Multi-Antenna NOMA for Computation Offloading in Multiuser Mobile Edge Computing Systems
    Wang, Feng
    Xu, Jie
    Ding, Zhiguo
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (03) : 2450 - 2463
  • [9] Joint Task Assignment, Power Allocation and Node Grouping for Cooperative Computing in NOMA-mmWave Mobile Edge Computing
    Khazali, Azadeh
    Bozorgchenani, Arash
    Tarchi, Daniele
    Shayesteh, Mahrokh G.
    Kalbkhani, Hashem
    [J]. IEEE ACCESS, 2023, 11 : 93664 - 93678
  • [10] Cooperative Computation Offloading in NOMA-Based Edge Computing
    Zhu, Fusheng
    Huang, Yuwen
    Liu, Yuan
    Zhang, Xiuyin
    [J]. 2020 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2020, : 208 - 213